svn commit: r926176 [5/31] - in /websites/production/commons/content/proper/commons-math: apidocs/org/apache/commons/math3/analysis/interpolation/ apidocs/org/apache/commons/math3/analysis/interpolation/class-use/ apidocs/org/apache/commons/math3/distr...

Sat, 18 Oct 2014 13:11:37 -0700 

Added: 
websites/production/commons/content/proper/commons-math/apidocs/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html
==============================================================================
--- 
websites/production/commons/content/proper/commons-math/apidocs/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html
 (added)
+++ 
websites/production/commons/content/proper/commons-math/apidocs/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html
 Sat Oct 18 20:10:38 2014
@@ -0,0 +1,548 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" 
"http://www.w3.org/TR/html4/loose.dtd";>
+<!-- NewPage -->
+<html lang="fr">
+<head>
+<meta http-equiv="Content-Type" content="text/html" charset="UTF-8">
+<title>PSquarePercentile (Apache Commons Math 3.4-SNAPSHOT API)</title>
+<link rel="stylesheet" type="text/css" 
href="../../../../../../../stylesheet.css" title="Style">
+</head>
+<body>
+<script type="text/javascript"><!--
+    if (location.href.indexOf('is-external=true') == -1) {
+        parent.document.title="PSquarePercentile (Apache Commons Math 
3.4-SNAPSHOT API)";
+    }
+//-->
+</script>
+<noscript>
+<div>JavaScript is disabled on your browser.</div>
+</noscript>
+<!-- ========= START OF TOP NAVBAR ======= -->
+<div class="topNav"><a name="navbar_top">
+<!--   -->
+</a><a href="#skip-navbar_top" title="Skip navigation links"></a><a 
name="navbar_top_firstrow">
+<!--   -->
+</a>
+<ul class="navList" title="Navigation">
+<li><a href="../../../../../../../overview-summary.html">Overview</a></li>
+<li><a href="package-summary.html">Package</a></li>
+<li class="navBarCell1Rev">Class</li>
+<li><a href="class-use/PSquarePercentile.html">Use</a></li>
+<li><a href="package-tree.html">Tree</a></li>
+<li><a href="../../../../../../../deprecated-list.html">Deprecated</a></li>
+<li><a href="../../../../../../../index-all.html">Index</a></li>
+<li><a href="../../../../../../../help-doc.html">Help</a></li>
+</ul>
+<div class="aboutLanguage"><em><script type="text/javascript" 
src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";></script></em></div>
+</div>
+<div class="subNav">
+<ul class="navList">
+<li><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in org.apache.commons.math3.stat.descriptive.rank"><span 
class="strong">Prev Class</span></a></li>
+<li><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.PSquareMarkers.html"
 title="interface in org.apache.commons.math3.stat.descriptive.rank"><span 
class="strong">Next Class</span></a></li>
+</ul>
+<ul class="navList">
+<li><a 
href="../../../../../../../index.html?org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html"
 target="_top">Frames</a></li>
+<li><a href="PSquarePercentile.html" target="_top">No Frames</a></li>
+</ul>
+<ul class="navList" id="allclasses_navbar_top">
+<li><a href="../../../../../../../allclasses-noframe.html">All Classes</a></li>
+</ul>
+<div>
+<script type="text/javascript"><!--
+  allClassesLink = document.getElementById("allclasses_navbar_top");
+  if(window==top) {
+    allClassesLink.style.display = "block";
+  }
+  else {
+    allClassesLink.style.display = "none";
+  }
+  //-->
+</script>
+</div>
+<div>
+<ul class="subNavList">
+<li>Summary:&nbsp;</li>
+<li><a href="#nested_class_summary">Nested</a>&nbsp;|&nbsp;</li>
+<li>Field&nbsp;|&nbsp;</li>
+<li><a href="#constructor_summary">Constr</a>&nbsp;|&nbsp;</li>
+<li><a href="#method_summary">Method</a></li>
+</ul>
+<ul class="subNavList">
+<li>Detail:&nbsp;</li>
+<li>Field&nbsp;|&nbsp;</li>
+<li><a href="#constructor_detail">Constr</a>&nbsp;|&nbsp;</li>
+<li><a href="#method_detail">Method</a></li>
+</ul>
+</div>
+<a name="skip-navbar_top">
+<!--   -->
+</a></div>
+<!-- ========= END OF TOP NAVBAR ========= -->
+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">org.apache.commons.math3.stat.descriptive.rank</div>
+<h2 title="Class PSquarePercentile" class="title">Class PSquarePercentile</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li><a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true";
 title="class or interface in java.lang">java.lang.Object</a></li>
+<li>
+<ul class="inheritance">
+<li><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractUnivariateStatistic.html"
 title="class in 
org.apache.commons.math3.stat.descriptive">org.apache.commons.math3.stat.descriptive.AbstractUnivariateStatistic</a></li>
+<li>
+<ul class="inheritance">
+<li><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html"
 title="class in 
org.apache.commons.math3.stat.descriptive">org.apache.commons.math3.stat.descriptive.AbstractStorelessUnivariateStatistic</a></li>
+<li>
+<ul class="inheritance">
+<li>org.apache.commons.math3.stat.descriptive.rank.PSquarePercentile</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>All Implemented Interfaces:</dt>
+<dd><a 
href="http://docs.oracle.com/javase/6/docs/api/java/io/Serializable.html?is-external=true";
 title="class or interface in java.io">Serializable</a>, <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive">StorelessUnivariateStatistic</a>, <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/UnivariateStatistic.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive">UnivariateStatistic</a>, <a 
href="../../../../../../../org/apache/commons/math3/util/MathArrays.Function.html"
 title="interface in org.apache.commons.math3.util">MathArrays.Function</a></dd>
+</dl>
+<hr>
+<br>
+<pre>public class <a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#line.56">PSquarePercentile</a>
+extends <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html"
 title="class in 
org.apache.commons.math3.stat.descriptive">AbstractStorelessUnivariateStatistic</a>
+implements <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive">StorelessUnivariateStatistic</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/io/Serializable.html?is-external=true";
 title="class or interface in java.io">Serializable</a></pre>
+<div class="block">A <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive"><code>StorelessUnivariateStatistic</code></a>
 estimating percentiles using the
+ <ahref=http://www.cs.wustl.edu/~jain/papers/ftp/psqr.pdf>P<SUP>2</SUP></a>
+ Algorithm as explained by <a href=http://www.cse.wustl.edu/~jain/>Raj
+ Jain</a> and Imrich Chlamtac in
+ <a href=http://www.cse.wustl.edu/~jain/papers/psqr.htm>P<SUP>2</SUP> Algorithm
+ for Dynamic Calculation of Quantiles and Histogram Without Storing
+ Observations</a>.
+ <p>
+ Note: This implementation is not synchronized and produces an approximate
+ result. For small samples, where data can be stored and processed in memory,
+ <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.html"
 title="class in 
org.apache.commons.math3.stat.descriptive.rank"><code>Percentile</code></a> 
should be used.</p></div>
+<dl><dt><span class="strong">See Also:</span></dt><dd><a 
href="../../../../../../../serialized-form.html#org.apache.commons.math3.stat.descriptive.rank.PSquarePercentile">Serialized
 Form</a></dd></dl>
+</li>
+</ul>
+</div>
+<div class="summary">
+<ul class="blockList">
+<li class="blockList">
+<!-- ======== NESTED CLASS SUMMARY ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="nested_class_summary">
+<!--   -->
+</a>
+<h3>Nested Class Summary</h3>
+<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0" 
summary="Nested Class Summary table, listing nested classes, and an 
explanation">
+<caption><span>Nested Classes</span><span 
class="tabEnd">&nbsp;</span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Class and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>protected static interface&nbsp;</code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.PSquareMarkers.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive.rank">PSquarePercentile.PSquareMarkers</a></strong></code>
+<div class="block">An interface that encapsulates abstractions of the
+ P-square algorithm markers as is explained in the original works.</div>
+</td>
+</tr>
+</table>
+</li>
+</ul>
+<!-- ======== CONSTRUCTOR SUMMARY ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor_summary">
+<!--   -->
+</a>
+<h3>Constructor Summary</h3>
+<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0" 
summary="Constructor Summary table, listing constructors, and an explanation">
+<caption><span>Constructors</span><span class="tabEnd">&nbsp;</span></caption>
+<tr>
+<th class="colOne" scope="col">Constructor and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colOne"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#PSquarePercentile(double)">PSquarePercentile</a></strong>(double&nbsp;p)</code>
+<div class="block">Constructs a PSquarePercentile with the specific percentile 
value.</div>
+</td>
+</tr>
+</table>
+</li>
+</ul>
+<!-- ========== METHOD SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method_summary">
+<!--   -->
+</a>
+<h3>Method Summary</h3>
+<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0" 
summary="Method Summary table, listing methods, and an explanation">
+<caption><span>Methods</span><span class="tabEnd">&nbsp;</span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>void</code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#clear()">clear</a></strong>()</code>
+<div class="block">Clears the internal state of the Statistic</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive">StorelessUnivariateStatistic</a></code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#copy()">copy</a></strong>()</code>
+<div class="block">Returns a copy of the statistic with the same internal 
state.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>boolean</code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#equals(java.lang.Object)">equals</a></strong>(<a
 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true";
 title="class or interface in java.lang">Object</a>&nbsp;o)</code>
+<div class="block">Returns true iff <code>o</code> is a 
<code>PSquarePercentile</code> returning the
+ same values as this for <code>getResult()</code> and <code>getN()</code> and 
also
+ having equal markers</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>long</code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#getN()">getN</a></strong>()</code>
+<div class="block">Returns the number of values that have been added.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#getResult()">getResult</a></strong>()</code>
+<div class="block">Returns the current value of the Statistic.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>int</code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#hashCode()">hashCode</a></strong>()</code>
+<div class="block">Returns hash code based on getResult() and getN()</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>void</code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#increment(double)">increment</a></strong>(double&nbsp;observation)</code>
+<div class="block">Updates the internal state of the statistic to reflect the 
addition of the new value.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>static <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.PSquareMarkers.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive.rank">PSquarePercentile.PSquareMarkers</a></code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#newMarkers(java.util.List,%20double)">newMarkers</a></strong>(<a
 
href="http://docs.oracle.com/javase/6/docs/api/java/util/List.html?is-external=true";
 title="class or interface in java.util">List</a>&lt;<a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Double.html?is-external=true";
 title="class or interface in java.lang">Double</a>&gt;&nbsp;initialFive,
+                    double&nbsp;p)</code>
+<div class="block">A creation method to build Markers</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#quantile()">quantile</a></strong>()</code>
+<div class="block">Returns the quantile estimated by this statistic in the 
range [0.0-1.0]</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code><a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/String.html?is-external=true";
 title="class or interface in java.lang">String</a></code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#toString()">toString</a></strong>()</code>
+<div class="block">Returns a string containing the last observation, the 
current estimate
+ of the quantile and all markers.</div>
+</td>
+</tr>
+</table>
+<ul class="blockList">
+<li class="blockList"><a 
name="methods_inherited_from_class_org.apache.commons.math3.stat.descriptive.AbstractStorelessUnivariateStatistic">
+<!--   -->
+</a>
+<h3>Methods inherited from 
class&nbsp;org.apache.commons.math3.stat.descriptive.<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html"
 title="class in 
org.apache.commons.math3.stat.descriptive">AbstractStorelessUnivariateStatistic</a></h3>
+<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html#evaluate(double[])">evaluate</a>,
 <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html#evaluate(double[],%20int,%20int)">evaluate</a>,
 <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html#incrementAll(double[])">incrementAll</a>,
 <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html#incrementAll(double[],%20int,%20int)">incrementAll</a></code></li>
+</ul>
+<ul class="blockList">
+<li class="blockList"><a 
name="methods_inherited_from_class_org.apache.commons.math3.stat.descriptive.AbstractUnivariateStatistic">
+<!--   -->
+</a>
+<h3>Methods inherited from 
class&nbsp;org.apache.commons.math3.stat.descriptive.<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractUnivariateStatistic.html"
 title="class in 
org.apache.commons.math3.stat.descriptive">AbstractUnivariateStatistic</a></h3>
+<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractUnivariateStatistic.html#evaluate()">evaluate</a>,
 <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractUnivariateStatistic.html#getData()">getData</a>,
 <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractUnivariateStatistic.html#getDataRef()">getDataRef</a>,
 <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractUnivariateStatistic.html#setData(double[])">setData</a>,
 <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractUnivariateStatistic.html#setData(double[],%20int,%20int)">setData</a>,
 <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractUnivariateStatistic.html#test(double[],%20double[],%20int,%20int)">test</a>,
 <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractUnivariateStatistic.html#test(double[],%20double[],%20int,%20int,%20boo
 lean)">test</a>, <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractUnivariateStatistic.html#test(double[],%20int,%20int)">test</a>,
 <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractUnivariateStatistic.html#test(double[],%20int,%20int,%20boolean)">test</a></code></li>
+</ul>
+<ul class="blockList">
+<li class="blockList"><a name="methods_inherited_from_class_java.lang.Object">
+<!--   -->
+</a>
+<h3>Methods inherited from class&nbsp;java.lang.<a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true";
 title="class or interface in java.lang">Object</a></h3>
+<code><a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true#clone()"
 title="class or interface in java.lang">clone</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true#finalize()"
 title="class or interface in java.lang">finalize</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true#getClass()"
 title="class or interface in java.lang">getClass</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true#notify()"
 title="class or interface in java.lang">notify</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true#notifyAll()"
 title="class or interface in java.lang">notifyAll</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true#wait()"
 title="class or interface in java.lang">wait</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-ex
 ternal=true#wait(long)" title="class or interface in java.lang">wait</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true#wait(long,%20int)"
 title="class or interface in java.lang">wait</a></code></li>
+</ul>
+<ul class="blockList">
+<li class="blockList"><a 
name="methods_inherited_from_class_org.apache.commons.math3.stat.descriptive.StorelessUnivariateStatistic">
+<!--   -->
+</a>
+<h3>Methods inherited from 
interface&nbsp;org.apache.commons.math3.stat.descriptive.<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive">StorelessUnivariateStatistic</a></h3>
+<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html#incrementAll(double[])">incrementAll</a>,
 <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html#incrementAll(double[],%20int,%20int)">incrementAll</a></code></li>
+</ul>
+<ul class="blockList">
+<li class="blockList"><a 
name="methods_inherited_from_class_org.apache.commons.math3.stat.descriptive.UnivariateStatistic">
+<!--   -->
+</a>
+<h3>Methods inherited from 
interface&nbsp;org.apache.commons.math3.stat.descriptive.<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/UnivariateStatistic.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive">UnivariateStatistic</a></h3>
+<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/UnivariateStatistic.html#evaluate(double[])">evaluate</a>,
 <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/UnivariateStatistic.html#evaluate(double[],%20int,%20int)">evaluate</a></code></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+<div class="details">
+<ul class="blockList">
+<li class="blockList">
+<!-- ========= CONSTRUCTOR DETAIL ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor_detail">
+<!--   -->
+</a>
+<h3>Constructor Detail</h3>
+<a name="PSquarePercentile(double)">
+<!--   -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>PSquarePercentile</h4>
+<pre>public&nbsp;<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#line.123">PSquarePercentile</a>(double&nbsp;p)</pre>
+<div class="block">Constructs a PSquarePercentile with the specific percentile 
value.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>p</code> - the 
percentile</dd>
+<dt><span class="strong">Throws:</span></dt>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/exception/OutOfRangeException.html"
 title="class in 
org.apache.commons.math3.exception">OutOfRangeException</a></code> - if p is 
not greater than 0 and less
+ than or equal to 100</dd></dl>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method_detail">
+<!--   -->
+</a>
+<h3>Method Detail</h3>
+<a name="hashCode()">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>hashCode</h4>
+<pre>public&nbsp;int&nbsp;<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#line.143">hashCode</a>()</pre>
+<div class="block">Returns hash code based on getResult() and getN()</div>
+<dl>
+<dt><strong>Overrides:</strong></dt>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html#hashCode()">hashCode</a></code>&nbsp;in
 class&nbsp;<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html"
 title="class in 
org.apache.commons.math3.stat.descriptive">AbstractStorelessUnivariateStatistic</a></code></dd>
+<dt><span class="strong">Returns:</span></dt><dd>hash code</dd></dl>
+</li>
+</ul>
+<a name="equals(java.lang.Object)">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>equals</h4>
+<pre>public&nbsp;boolean&nbsp;<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#line.161">equals</a>(<a
 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true";
 title="class or interface in java.lang">Object</a>&nbsp;o)</pre>
+<div class="block">Returns true iff <code>o</code> is a 
<code>PSquarePercentile</code> returning the
+ same values as this for <code>getResult()</code> and <code>getN()</code> and 
also
+ having equal markers</div>
+<dl>
+<dt><strong>Overrides:</strong></dt>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html#equals(java.lang.Object)">equals</a></code>&nbsp;in
 class&nbsp;<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html"
 title="class in 
org.apache.commons.math3.stat.descriptive">AbstractStorelessUnivariateStatistic</a></code></dd>
+<dt><span class="strong">Parameters:</span></dt><dd><code>o</code> - object to 
compare</dd>
+<dt><span class="strong">Returns:</span></dt><dd>true if <code>o</code> is a 
<code>PSquarePercentile</code> with
+ equivalent internal state</dd></dl>
+</li>
+</ul>
+<a name="increment(double)">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>increment</h4>
+<pre>public&nbsp;void&nbsp;<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#line.185">increment</a>(double&nbsp;observation)</pre>
+<div class="block">Updates the internal state of the statistic to reflect the 
addition of the new value.The internal state updated due to the new value in 
this
+ context is basically of the marker positions and computation of the
+ approximate quantile.</div>
+<dl>
+<dt><strong>Specified by:</strong></dt>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html#increment(double)">increment</a></code>&nbsp;in
 interface&nbsp;<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive">StorelessUnivariateStatistic</a></code></dd>
+<dt><strong>Specified by:</strong></dt>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html#increment(double)">increment</a></code>&nbsp;in
 class&nbsp;<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html"
 title="class in 
org.apache.commons.math3.stat.descriptive">AbstractStorelessUnivariateStatistic</a></code></dd>
+<dt><span class="strong">Parameters:</span></dt><dd><code>observation</code> - 
the observation currently being added.</dd></dl>
+</li>
+</ul>
+<a name="toString()">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>toString</h4>
+<pre>public&nbsp;<a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/String.html?is-external=true";
 title="class or interface in java.lang">String</a>&nbsp;<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#line.215">toString</a>()</pre>
+<div class="block">Returns a string containing the last observation, the 
current estimate
+ of the quantile and all markers.</div>
+<dl>
+<dt><strong>Overrides:</strong></dt>
+<dd><code><a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true#toString()"
 title="class or interface in java.lang">toString</a></code>&nbsp;in 
class&nbsp;<code><a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true";
 title="class or interface in java.lang">Object</a></code></dd>
+<dt><span class="strong">Returns:</span></dt><dd>string representation of 
state data</dd></dl>
+</li>
+</ul>
+<a name="getN()">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getN</h4>
+<pre>public&nbsp;long&nbsp;<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#line.230">getN</a>()</pre>
+<div class="block">Returns the number of values that have been added.</div>
+<dl>
+<dt><strong>Specified by:</strong></dt>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html#getN()">getN</a></code>&nbsp;in
 interface&nbsp;<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive">StorelessUnivariateStatistic</a></code></dd>
+<dt><span class="strong">Returns:</span></dt><dd>the number of 
values.</dd></dl>
+</li>
+</ul>
+<a name="copy()">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>copy</h4>
+<pre>public&nbsp;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive">StorelessUnivariateStatistic</a>&nbsp;<a
 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#line.238">copy</a>()</pre>
+<div class="block">Returns a copy of the statistic with the same internal 
state.</div>
+<dl>
+<dt><strong>Specified by:</strong></dt>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html#copy()">copy</a></code>&nbsp;in
 interface&nbsp;<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive">StorelessUnivariateStatistic</a></code></dd>
+<dt><strong>Specified by:</strong></dt>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/UnivariateStatistic.html#copy()">copy</a></code>&nbsp;in
 interface&nbsp;<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/UnivariateStatistic.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive">UnivariateStatistic</a></code></dd>
+<dt><strong>Specified by:</strong></dt>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html#copy()">copy</a></code>&nbsp;in
 class&nbsp;<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html"
 title="class in 
org.apache.commons.math3.stat.descriptive">AbstractStorelessUnivariateStatistic</a></code></dd>
+<dt><span class="strong">Returns:</span></dt><dd>a copy of the 
statistic</dd></dl>
+</li>
+</ul>
+<a name="quantile()">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>quantile</h4>
+<pre>public&nbsp;double&nbsp;<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#line.257">quantile</a>()</pre>
+<div class="block">Returns the quantile estimated by this statistic in the 
range [0.0-1.0]</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>quantile estimated by <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#getResult()"><code>getResult()</code></a></dd></dl>
+</li>
+</ul>
+<a name="clear()">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>clear</h4>
+<pre>public&nbsp;void&nbsp;<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#line.266">clear</a>()</pre>
+<div class="block">Clears the internal state of the Statistic. This basically 
clears all the markers, the
+ initialFive list and sets countOfObservations to 0.</div>
+<dl>
+<dt><strong>Specified by:</strong></dt>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html#clear()">clear</a></code>&nbsp;in
 interface&nbsp;<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive">StorelessUnivariateStatistic</a></code></dd>
+<dt><strong>Specified by:</strong></dt>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html#clear()">clear</a></code>&nbsp;in
 class&nbsp;<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html"
 title="class in 
org.apache.commons.math3.stat.descriptive">AbstractStorelessUnivariateStatistic</a></code></dd>
+</dl>
+</li>
+</ul>
+<a name="getResult()">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getResult</h4>
+<pre>public&nbsp;double&nbsp;<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#line.277">getResult</a>()</pre>
+<div class="block">Returns the current value of the Statistic.</div>
+<dl>
+<dt><strong>Specified by:</strong></dt>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html#getResult()">getResult</a></code>&nbsp;in
 interface&nbsp;<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive">StorelessUnivariateStatistic</a></code></dd>
+<dt><strong>Specified by:</strong></dt>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html#getResult()">getResult</a></code>&nbsp;in
 class&nbsp;<code><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html"
 title="class in 
org.apache.commons.math3.stat.descriptive">AbstractStorelessUnivariateStatistic</a></code></dd>
+<dt><span class="strong">Returns:</span></dt><dd>value of the statistic, 
<code>Double.NaN</code> if it
+ has been cleared or just instantiated.</dd></dl>
+</li>
+</ul>
+<a name="newMarkers(java.util.List, double)">
+<!--   -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>newMarkers</h4>
+<pre>public static&nbsp;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.PSquareMarkers.html"
 title="interface in 
org.apache.commons.math3.stat.descriptive.rank">PSquarePercentile.PSquareMarkers</a>&nbsp;<a
 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html#line.943">newMarkers</a>(<a
 
href="http://docs.oracle.com/javase/6/docs/api/java/util/List.html?is-external=true";
 title="class or interface in java.util">List</a>&lt;<a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Double.html?is-external=true";
 title="class or interface in java.lang">Double</a>&gt;&nbsp;initialFive,
+                                          double&nbsp;p)</pre>
+<div class="block">A creation method to build Markers</div>
+<dl><dt><span 
class="strong">Parameters:</span></dt><dd><code>initialFive</code> - list of 
initial five elements</dd><dd><code>p</code> - the quantile desired</dd>
+<dt><span class="strong">Returns:</span></dt><dd>an instance of 
PSquareMarkers</dd></dl>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+</div>
+<!-- ========= END OF CLASS DATA ========= -->
+<!-- ======= START OF BOTTOM NAVBAR ====== -->
+<div class="bottomNav"><a name="navbar_bottom">
+<!--   -->
+</a><a href="#skip-navbar_bottom" title="Skip navigation links"></a><a 
name="navbar_bottom_firstrow">
+<!--   -->
+</a>
+<ul class="navList" title="Navigation">
+<li><a href="../../../../../../../overview-summary.html">Overview</a></li>
+<li><a href="package-summary.html">Package</a></li>
+<li class="navBarCell1Rev">Class</li>
+<li><a href="class-use/PSquarePercentile.html">Use</a></li>
+<li><a href="package-tree.html">Tree</a></li>
+<li><a href="../../../../../../../deprecated-list.html">Deprecated</a></li>
+<li><a href="../../../../../../../index-all.html">Index</a></li>
+<li><a href="../../../../../../../help-doc.html">Help</a></li>
+</ul>
+<div class="aboutLanguage"><em><script type="text/javascript" 
src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";></script></em></div>
+</div>
+<div class="subNav">
+<ul class="navList">
+<li><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in org.apache.commons.math3.stat.descriptive.rank"><span 
class="strong">Prev Class</span></a></li>
+<li><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.PSquareMarkers.html"
 title="interface in org.apache.commons.math3.stat.descriptive.rank"><span 
class="strong">Next Class</span></a></li>
+</ul>
+<ul class="navList">
+<li><a 
href="../../../../../../../index.html?org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html"
 target="_top">Frames</a></li>
+<li><a href="PSquarePercentile.html" target="_top">No Frames</a></li>
+</ul>
+<ul class="navList" id="allclasses_navbar_bottom">
+<li><a href="../../../../../../../allclasses-noframe.html">All Classes</a></li>
+</ul>
+<div>
+<script type="text/javascript"><!--
+  allClassesLink = document.getElementById("allclasses_navbar_bottom");
+  if(window==top) {
+    allClassesLink.style.display = "block";
+  }
+  else {
+    allClassesLink.style.display = "none";
+  }
+  //-->
+</script>
+</div>
+<div>
+<ul class="subNavList">
+<li>Summary:&nbsp;</li>
+<li><a href="#nested_class_summary">Nested</a>&nbsp;|&nbsp;</li>
+<li>Field&nbsp;|&nbsp;</li>
+<li><a href="#constructor_summary">Constr</a>&nbsp;|&nbsp;</li>
+<li><a href="#method_summary">Method</a></li>
+</ul>
+<ul class="subNavList">
+<li>Detail:&nbsp;</li>
+<li>Field&nbsp;|&nbsp;</li>
+<li><a href="#constructor_detail">Constr</a>&nbsp;|&nbsp;</li>
+<li><a href="#method_detail">Method</a></li>
+</ul>
+</div>
+<a name="skip-navbar_bottom">
+<!--   -->
+</a></div>
+<!-- ======== END OF BOTTOM NAVBAR ======= -->
+<p class="legalCopy"><small>Copyright &#169; 2003&#x2013;2014 <a 
href="http://www.apache.org/";>The Apache Software Foundation</a>. All rights 
reserved.</small></p>
+</body>
+</html>

Propchange: 
websites/production/commons/content/proper/commons-math/apidocs/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html
------------------------------------------------------------------------------
    svn:eol-style = native

Propchange: 
websites/production/commons/content/proper/commons-math/apidocs/org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html
------------------------------------------------------------------------------
    svn:keywords = Author Date Id Revision

Added: 
websites/production/commons/content/proper/commons-math/apidocs/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html
==============================================================================
--- 
websites/production/commons/content/proper/commons-math/apidocs/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html
 (added)
+++ 
websites/production/commons/content/proper/commons-math/apidocs/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html
 Sat Oct 18 20:10:38 2014
@@ -0,0 +1,752 @@
+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" 
"http://www.w3.org/TR/html4/loose.dtd";>
+<!-- NewPage -->
+<html lang="fr">
+<head>
+<meta http-equiv="Content-Type" content="text/html" charset="UTF-8">
+<title>Percentile.EstimationType (Apache Commons Math 3.4-SNAPSHOT API)</title>
+<link rel="stylesheet" type="text/css" 
href="../../../../../../../stylesheet.css" title="Style">
+</head>
+<body>
+<script type="text/javascript"><!--
+    if (location.href.indexOf('is-external=true') == -1) {
+        parent.document.title="Percentile.EstimationType (Apache Commons Math 
3.4-SNAPSHOT API)";
+    }
+//-->
+</script>
+<noscript>
+<div>JavaScript is disabled on your browser.</div>
+</noscript>
+<!-- ========= START OF TOP NAVBAR ======= -->
+<div class="topNav"><a name="navbar_top">
+<!--   -->
+</a><a href="#skip-navbar_top" title="Skip navigation links"></a><a 
name="navbar_top_firstrow">
+<!--   -->
+</a>
+<ul class="navList" title="Navigation">
+<li><a href="../../../../../../../overview-summary.html">Overview</a></li>
+<li><a href="package-summary.html">Package</a></li>
+<li class="navBarCell1Rev">Class</li>
+<li><a href="class-use/Percentile.EstimationType.html">Use</a></li>
+<li><a href="package-tree.html">Tree</a></li>
+<li><a href="../../../../../../../deprecated-list.html">Deprecated</a></li>
+<li><a href="../../../../../../../index-all.html">Index</a></li>
+<li><a href="../../../../../../../help-doc.html">Help</a></li>
+</ul>
+<div class="aboutLanguage"><em><script type="text/javascript" 
src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";></script></em></div>
+</div>
+<div class="subNav">
+<ul class="navList">
+<li><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.html"
 title="class in org.apache.commons.math3.stat.descriptive.rank"><span 
class="strong">Prev Class</span></a></li>
+<li><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html"
 title="class in org.apache.commons.math3.stat.descriptive.rank"><span 
class="strong">Next Class</span></a></li>
+</ul>
+<ul class="navList">
+<li><a 
href="../../../../../../../index.html?org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 target="_top">Frames</a></li>
+<li><a href="Percentile.EstimationType.html" target="_top">No Frames</a></li>
+</ul>
+<ul class="navList" id="allclasses_navbar_top">
+<li><a href="../../../../../../../allclasses-noframe.html">All Classes</a></li>
+</ul>
+<div>
+<script type="text/javascript"><!--
+  allClassesLink = document.getElementById("allclasses_navbar_top");
+  if(window==top) {
+    allClassesLink.style.display = "block";
+  }
+  else {
+    allClassesLink.style.display = "none";
+  }
+  //-->
+</script>
+</div>
+<div>
+<ul class="subNavList">
+<li>Summary:&nbsp;</li>
+<li>Nested&nbsp;|&nbsp;</li>
+<li><a href="#enum_constant_summary">Enum Constants</a>&nbsp;|&nbsp;</li>
+<li>Field&nbsp;|&nbsp;</li>
+<li><a href="#method_summary">Method</a></li>
+</ul>
+<ul class="subNavList">
+<li>Detail:&nbsp;</li>
+<li><a href="#enum_constant_detail">Enum Constants</a>&nbsp;|&nbsp;</li>
+<li>Field&nbsp;|&nbsp;</li>
+<li><a href="#method_detail">Method</a></li>
+</ul>
+</div>
+<a name="skip-navbar_top">
+<!--   -->
+</a></div>
+<!-- ========= END OF TOP NAVBAR ========= -->
+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">org.apache.commons.math3.stat.descriptive.rank</div>
+<h2 title="Enum Percentile.EstimationType" class="title">Enum 
Percentile.EstimationType</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li><a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true";
 title="class or interface in java.lang">java.lang.Object</a></li>
+<li>
+<ul class="inheritance">
+<li><a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Enum.html?is-external=true";
 title="class or interface in java.lang">java.lang.Enum</a>&lt;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a>&gt;</li>
+<li>
+<ul class="inheritance">
+<li>org.apache.commons.math3.stat.descriptive.rank.Percentile.EstimationType</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>All Implemented Interfaces:</dt>
+<dd><a 
href="http://docs.oracle.com/javase/6/docs/api/java/io/Serializable.html?is-external=true";
 title="class or interface in java.io">Serializable</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Comparable.html?is-external=true";
 title="class or interface in java.lang">Comparable</a>&lt;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a>&gt;</dd>
+</dl>
+<dl>
+<dt>Enclosing class:</dt>
+<dd><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.html"
 title="class in 
org.apache.commons.math3.stat.descriptive.rank">Percentile</a></dd>
+</dl>
+<hr>
+<br>
+<pre>public static enum <a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.html#line.713">Percentile.EstimationType</a>
+extends <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Enum.html?is-external=true";
 title="class or interface in java.lang">Enum</a>&lt;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a>&gt;</pre>
+<div class="block">An enum for various estimation strategies of a percentile 
referred in
+ <a href="http://en.wikipedia.org/wiki/Quantile";>wikipedia on quantile</a>
+ with the names of enum matching those of types mentioned in
+ wikipedia.
+ <p>
+ Each enum corresponding to the specific type of estimation in wikipedia
+ implements  the respective formulae that specializes in the below aspects
+ <ul>
+ <li>An <b>index method</b> to calculate approximate index of the
+ estimate</li>
+ <li>An <b>estimate method</b> to estimate a value found at the earlier
+ computed index</li>
+ <li>A <b> minLimit</b> on the quantile for which first element of sorted
+ input is returned as an estimate </li>
+ <li>A <b> maxLimit</b> on the quantile for which last element of sorted
+ input is returned as an estimate </li>
+ </ul>
+ <p>
+ Users can now create <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.html"
 title="class in 
org.apache.commons.math3.stat.descriptive.rank"><code>Percentile</code></a> by 
explicitly passing this enum;
+ such as by invoking <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.html#withEstimationType(org.apache.commons.math3.stat.descriptive.rank.Percentile.EstimationType)"><code>Percentile.withEstimationType(EstimationType)</code></a>
+ <p>
+ References:
+ <ol>
+ <li>
+ <a href="http://en.wikipedia.org/wiki/Quantile";>Wikipedia on quantile</a>
+ </li>
+ <li>
+ <a href="https://www.amherst.edu/media/view/129116/.../Sample+Quantiles.pdf";>
+ Hyndman, R. J. and Fan, Y. (1996) Sample quantiles in statistical
+ packages, American Statistician 50, 361–365</a> </li>
+ <li>
+ <a 
href="http://stat.ethz.ch/R-manual/R-devel/library/stats/html/quantile.html";>
+ R-Manual </a></li>
+ </ol></div>
+</li>
+</ul>
+</div>
+<div class="summary">
+<ul class="blockList">
+<li class="blockList">
+<!-- =========== ENUM CONSTANT SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="enum_constant_summary">
+<!--   -->
+</a>
+<h3>Enum Constant Summary</h3>
+<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0" 
summary="Enum Constant Summary table, listing enum constants, and an 
explanation">
+<caption><span>Enum Constants</span><span 
class="tabEnd">&nbsp;</span></caption>
+<tr>
+<th class="colOne" scope="col">Enum Constant and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colOne"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#LEGACY">LEGACY</a></strong></code>
+<div class="block">This is the default type used in the <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.html"
 title="class in 
org.apache.commons.math3.stat.descriptive.rank"><code>Percentile</code></a>.This
 method
+ has the following formulae for index and estimates<br>
+ \( \begin{align}
+ &amp;index    = (N+1)p\ \\
+ &amp;estimate = x_{\lceil h\,-\,1/2 \rceil} \\
+ &amp;minLimit = 0 \\
+ &amp;maxLimit = 1 \\
+ \end{align}\)</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colOne"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#R_1">R_1</a></strong></code>
+<div class="block">The method R_1 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index= Np + 1/2\,  \\
+ &amp;estimate= x_{\lceil h\,-\,1/2 \rceil} \\
+ &amp;minLimit = 0 \\
+ \end{align}\)</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colOne"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#R_2">R_2</a></strong></code>
+<div class="block">The method R_2 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index= Np + 1/2\, \\
+ &amp;estimate=\frac{x_{\lceil h\,-\,1/2 \rceil} +
+ x_{\lfloor h\,+\,1/2 \rfloor}}{2} \\
+ &amp;minLimit = 0 \\
+ &amp;maxLimit = 1 \\
+ \end{align}\)</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colOne"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#R_3">R_3</a></strong></code>
+<div class="block">The method R_3 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index= Np \\
+ &amp;estimate= x_{\lfloor h \rceil}\, \\
+ &amp;minLimit = 0.5/N \\
+ \end{align}\)</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colOne"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#R_4">R_4</a></strong></code>
+<div class="block">The method R_4 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index= Np\, \\
+ &amp;estimate= x_{\lfloor h \rfloor} + (h -
+ \lfloor h \rfloor) (x_{\lfloor h \rfloor + 1} - x_{\lfloor h
+ \rfloor}) \\
+ &amp;minLimit = 1/N \\
+ &amp;maxLimit = 1 \\
+ \end{align}\)</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colOne"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#R_5">R_5</a></strong></code>
+<div class="block">The method R_5 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index= Np + 1/2\\
+ &amp;estimate= x_{\lfloor h \rfloor} + (h -
+ \lfloor h \rfloor) (x_{\lfloor h \rfloor + 1} - x_{\lfloor h
+ \rfloor}) \\
+ &amp;minLimit = 0.5/N \\
+ &amp;maxLimit = (N-0.5)/N
+ \end{align}\)</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colOne"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#R_6">R_6</a></strong></code>
+<div class="block">The method R_6 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index= (N + 1)p \\
+ &amp;estimate= x_{\lfloor h \rfloor} + (h -
+ \lfloor h \rfloor) (x_{\lfloor h \rfloor + 1} - x_{\lfloor h
+ \rfloor}) \\
+ &amp;minLimit = 1/(N+1) \\
+ &amp;maxLimit = N/(N+1) \\
+ \end{align}\)
+ 
+ <b>Note:</b> This method computes the index in a manner very close to
+ the default Commons Math Percentile existing implementation.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colOne"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#R_7">R_7</a></strong></code>
+<div class="block">The method R_7 implements Microsoft Excel style computation 
has the
+ following formulae for index and estimates.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colOne"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#R_8">R_8</a></strong></code>
+<div class="block">The method R_8 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index = (N + 1/3)p + 1/3  \\
+ &amp;estimate = x_{\lfloor h \rfloor} + (h -
+           \lfloor h \rfloor) (x_{\lfloor h \rfloor + 1} - x_{\lfloor h
+ \rfloor}) \\
+ &amp;minLimit = (2/3)/(N+1/3) \\
+ &amp;maxLimit = (N-1/3)/(N+1/3) \\
+ \end{align}\)
+ 
+ As per Ref [2,3] this approach is most recommended as it provides
+ an approximate median-unbiased estimate regardless of distribution.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colOne"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#R_9">R_9</a></strong></code>
+<div class="block">The method R_9 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index = (N + 1/4)p + 3/8\\
+ &amp;estimate = x_{\lfloor h \rfloor} + (h -
+           \lfloor h \rfloor) (x_{\lfloor h \rfloor + 1} - x_{\lfloor h
+ \rfloor}) \\
+ &amp;minLimit = (5/8)/(N+1/4) \\
+ &amp;maxLimit = (N-3/8)/(N+1/4) \\
+ \end{align}\)</div>
+</td>
+</tr>
+</table>
+</li>
+</ul>
+<!-- ========== METHOD SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method_summary">
+<!--   -->
+</a>
+<h3>Method Summary</h3>
+<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0" 
summary="Method Summary table, listing methods, and an explanation">
+<caption><span>Methods</span><span class="tabEnd">&nbsp;</span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>protected double</code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#estimate(double[],%20int[],%20double,%20int,%20org.apache.commons.math3.util.KthSelector)">estimate</a></strong>(double[]&nbsp;work,
+                int[]&nbsp;pivotsHeap,
+                double&nbsp;pos,
+                int&nbsp;length,
+                <a 
href="../../../../../../../org/apache/commons/math3/util/KthSelector.html" 
title="class in 
org.apache.commons.math3.util">KthSelector</a>&nbsp;kthSelector)</code>
+<div class="block">Estimation based on K<sup>th</sup> selection.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#evaluate(double[],%20double,%20org.apache.commons.math3.util.KthSelector)">evaluate</a></strong>(double[]&nbsp;work,
+                double&nbsp;p,
+                <a 
href="../../../../../../../org/apache/commons/math3/util/KthSelector.html" 
title="class in 
org.apache.commons.math3.util">KthSelector</a>&nbsp;kthSelector)</code>
+<div class="block">Evaluate method to compute the percentile for a given 
bounded array.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>protected double</code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#evaluate(double[],%20int[],%20double,%20org.apache.commons.math3.util.KthSelector)">evaluate</a></strong>(double[]&nbsp;work,
+                int[]&nbsp;pivotsHeap,
+                double&nbsp;p,
+                <a 
href="../../../../../../../org/apache/commons/math3/util/KthSelector.html" 
title="class in 
org.apache.commons.math3.util">KthSelector</a>&nbsp;kthSelector)</code>
+<div class="block">Evaluate method to compute the percentile for a given 
bounded array
+ using earlier computed pivots heap.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>protected abstract double</code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#index(double,%20int)">index</a></strong>(double&nbsp;p,
+          int&nbsp;length)</code>
+<div class="block">Finds the index of array that can be used as starting index 
to
+ <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#estimate(double[],%20int[],%20double,%20int,%20org.apache.commons.math3.util.KthSelector)"><code>estimate</code></a>
+ percentile.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>static <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a></code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#valueOf(java.lang.String)">valueOf</a></strong>(<a
 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/String.html?is-external=true";
 title="class or interface in java.lang">String</a>&nbsp;name)</code>
+<div class="block">Returns the enum constant of this type with the specified 
name.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>static <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a>[]</code></td>
+<td class="colLast"><code><strong><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#values()">values</a></strong>()</code>
+<div class="block">Returns an array containing the constants of this enum 
type, in
+the order they are declared.</div>
+</td>
+</tr>
+</table>
+<ul class="blockList">
+<li class="blockList"><a name="methods_inherited_from_class_java.lang.Enum">
+<!--   -->
+</a>
+<h3>Methods inherited from class&nbsp;java.lang.<a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Enum.html?is-external=true";
 title="class or interface in java.lang">Enum</a></h3>
+<code><a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Enum.html?is-external=true#clone()"
 title="class or interface in java.lang">clone</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Enum.html?is-external=true#compareTo(E)"
 title="class or interface in java.lang">compareTo</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Enum.html?is-external=true#equals(java.lang.Object)"
 title="class or interface in java.lang">equals</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Enum.html?is-external=true#finalize()"
 title="class or interface in java.lang">finalize</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Enum.html?is-external=true#getDeclaringClass()"
 title="class or interface in java.lang">getDeclaringClass</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Enum.html?is-external=true#hashCode()"
 title="class or interface in java.lang">hashCode</a>, <a 
href="http://docs.oracle.com/javase/6/docs/
 api/java/lang/Enum.html?is-external=true#name()" title="class or interface in 
java.lang">name</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Enum.html?is-external=true#ordinal()"
 title="class or interface in java.lang">ordinal</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Enum.html?is-external=true#toString()"
 title="class or interface in java.lang">toString</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Enum.html?is-external=true#valueOf(java.lang.Class,%20java.lang.String)"
 title="class or interface in java.lang">valueOf</a></code></li>
+</ul>
+<ul class="blockList">
+<li class="blockList"><a name="methods_inherited_from_class_java.lang.Object">
+<!--   -->
+</a>
+<h3>Methods inherited from class&nbsp;java.lang.<a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true";
 title="class or interface in java.lang">Object</a></h3>
+<code><a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true#getClass()"
 title="class or interface in java.lang">getClass</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true#notify()"
 title="class or interface in java.lang">notify</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true#notifyAll()"
 title="class or interface in java.lang">notifyAll</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true#wait()"
 title="class or interface in java.lang">wait</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true#wait(long)"
 title="class or interface in java.lang">wait</a>, <a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true#wait(long,%20int)"
 title="class or interface in java.lang">wait</a></code></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+<div class="details">
+<ul class="blockList">
+<li class="blockList">
+<!-- ============ ENUM CONSTANT DETAIL =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="enum_constant_detail">
+<!--   -->
+</a>
+<h3>Enum Constant Detail</h3>
+<a name="LEGACY">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>LEGACY</h4>
+<pre>public static final&nbsp;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a> 
<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.724">LEGACY</a></pre>
+<div class="block">This is the default type used in the <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.html"
 title="class in 
org.apache.commons.math3.stat.descriptive.rank"><code>Percentile</code></a>.This
 method
+ has the following formulae for index and estimates<br>
+ \( \begin{align}
+ &amp;index    = (N+1)p\ \\
+ &amp;estimate = x_{\lceil h\,-\,1/2 \rceil} \\
+ &amp;minLimit = 0 \\
+ &amp;maxLimit = 1 \\
+ \end{align}\)</div>
+</li>
+</ul>
+<a name="R_1">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>R_1</h4>
+<pre>public static final&nbsp;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a> 
<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.746">R_1</a></pre>
+<div class="block">The method R_1 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index= Np + 1/2\,  \\
+ &amp;estimate= x_{\lceil h\,-\,1/2 \rceil} \\
+ &amp;minLimit = 0 \\
+ \end{align}\)</div>
+</li>
+</ul>
+<a name="R_2">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>R_2</h4>
+<pre>public static final&nbsp;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a> 
<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.775">R_2</a></pre>
+<div class="block">The method R_2 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index= Np + 1/2\, \\
+ &amp;estimate=\frac{x_{\lceil h\,-\,1/2 \rceil} +
+ x_{\lfloor h\,+\,1/2 \rfloor}}{2} \\
+ &amp;minLimit = 0 \\
+ &amp;maxLimit = 1 \\
+ \end{align}\)</div>
+</li>
+</ul>
+<a name="R_3">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>R_3</h4>
+<pre>public static final&nbsp;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a> 
<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.809">R_3</a></pre>
+<div class="block">The method R_3 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index= Np \\
+ &amp;estimate= x_{\lfloor h \rceil}\, \\
+ &amp;minLimit = 0.5/N \\
+ \end{align}\)</div>
+</li>
+</ul>
+<a name="R_4">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>R_4</h4>
+<pre>public static final&nbsp;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a> 
<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.829">R_4</a></pre>
+<div class="block">The method R_4 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index= Np\, \\
+ &amp;estimate= x_{\lfloor h \rfloor} + (h -
+ \lfloor h \rfloor) (x_{\lfloor h \rfloor + 1} - x_{\lfloor h
+ \rfloor}) \\
+ &amp;minLimit = 1/N \\
+ &amp;maxLimit = 1 \\
+ \end{align}\)</div>
+</li>
+</ul>
+<a name="R_5">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>R_5</h4>
+<pre>public static final&nbsp;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a> 
<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.850">R_5</a></pre>
+<div class="block">The method R_5 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index= Np + 1/2\\
+ &amp;estimate= x_{\lfloor h \rfloor} + (h -
+ \lfloor h \rfloor) (x_{\lfloor h \rfloor + 1} - x_{\lfloor h
+ \rfloor}) \\
+ &amp;minLimit = 0.5/N \\
+ &amp;maxLimit = (N-0.5)/N
+ \end{align}\)</div>
+</li>
+</ul>
+<a name="R_6">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>R_6</h4>
+<pre>public static final&nbsp;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a> 
<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.878">R_6</a></pre>
+<div class="block">The method R_6 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index= (N + 1)p \\
+ &amp;estimate= x_{\lfloor h \rfloor} + (h -
+ \lfloor h \rfloor) (x_{\lfloor h \rfloor + 1} - x_{\lfloor h
+ \rfloor}) \\
+ &amp;minLimit = 1/(N+1) \\
+ &amp;maxLimit = N/(N+1) \\
+ \end{align}\)
+ <p>
+ <b>Note:</b> This method computes the index in a manner very close to
+ the default Commons Math Percentile existing implementation. However
+ the difference to be noted is in picking up the limits with which
+ first element (p&lt;1(N+1)) and last elements (p&gt;N/(N+1))are done.
+ While in default case; these are done with p=0 and p=1 respectively.</div>
+</li>
+</ul>
+<a name="R_7">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>R_7</h4>
+<pre>public static final&nbsp;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a> 
<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.902">R_7</a></pre>
+<div class="block">The method R_7 implements Microsoft Excel style computation 
has the
+ following formulae for index and estimates.<br>
+ \( \begin{align}
+ &amp;index = (N-1)p + 1 \\
+ &amp;estimate = x_{\lfloor h \rfloor} + (h -
+ \lfloor h \rfloor) (x_{\lfloor h \rfloor + 1} - x_{\lfloor h
+ \rfloor}) \\
+ &amp;minLimit = 0 \\
+ &amp;maxLimit = 1 \\
+ \end{align}\)</div>
+</li>
+</ul>
+<a name="R_8">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>R_8</h4>
+<pre>public static final&nbsp;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a> 
<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.928">R_8</a></pre>
+<div class="block">The method R_8 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index = (N + 1/3)p + 1/3  \\
+ &amp;estimate = x_{\lfloor h \rfloor} + (h -
+           \lfloor h \rfloor) (x_{\lfloor h \rfloor + 1} - x_{\lfloor h
+ \rfloor}) \\
+ &amp;minLimit = (2/3)/(N+1/3) \\
+ &amp;maxLimit = (N-1/3)/(N+1/3) \\
+ \end{align}\)
+ <p>
+ As per Ref [2,3] this approach is most recommended as it provides
+ an approximate median-unbiased estimate regardless of distribution.</div>
+</li>
+</ul>
+<a name="R_9">
+<!--   -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>R_9</h4>
+<pre>public static final&nbsp;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a> 
<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.951">R_9</a></pre>
+<div class="block">The method R_9 has the following formulae for index and 
estimates<br>
+ \( \begin{align}
+ &amp;index = (N + 1/4)p + 3/8\\
+ &amp;estimate = x_{\lfloor h \rfloor} + (h -
+           \lfloor h \rfloor) (x_{\lfloor h \rfloor + 1} - x_{\lfloor h
+ \rfloor}) \\
+ &amp;minLimit = (5/8)/(N+1/4) \\
+ &amp;maxLimit = (N-3/8)/(N+1/4) \\
+ \end{align}\)</div>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method_detail">
+<!--   -->
+</a>
+<h3>Method Detail</h3>
+<a name="values()">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>values</h4>
+<pre>public static&nbsp;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a>[]&nbsp;<a
 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.713">values</a>()</pre>
+<div class="block">Returns an array containing the constants of this enum 
type, in
+the order they are declared.  This method may be used to iterate
+over the constants as follows:
+<pre>
+for (Percentile.EstimationType c : Percentile.EstimationType.values())
+&nbsp;   System.out.println(c);
+</pre></div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>an array containing the 
constants of this enum type, in the order they are declared</dd></dl>
+</li>
+</ul>
+<a name="valueOf(java.lang.String)">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>valueOf</h4>
+<pre>public static&nbsp;<a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank">Percentile.EstimationType</a>&nbsp;<a
 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.713">valueOf</a>(<a
 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/String.html?is-external=true";
 title="class or interface in java.lang">String</a>&nbsp;name)</pre>
+<div class="block">Returns the enum constant of this type with the specified 
name.
+The string must match <i>exactly</i> an identifier used to declare an
+enum constant in this type.  (Extraneous whitespace characters are 
+not permitted.)</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>name</code> - 
the name of the enum constant to be returned.</dd>
+<dt><span class="strong">Returns:</span></dt><dd>the enum constant with the 
specified name</dd>
+<dt><span class="strong">Throws:</span></dt>
+<dd><code><a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/IllegalArgumentException.html?is-external=true";
 title="class or interface in java.lang">IllegalArgumentException</a></code> - 
if this enum type has no constant with the specified name</dd>
+<dd><code><a 
href="http://docs.oracle.com/javase/6/docs/api/java/lang/NullPointerException.html?is-external=true";
 title="class or interface in java.lang">NullPointerException</a></code> - if 
the argument is null</dd></dl>
+</li>
+</ul>
+<a name="index(double, int)">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>index</h4>
+<pre>protected abstract&nbsp;double&nbsp;<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.986">index</a>(double&nbsp;p,
+           int&nbsp;length)</pre>
+<div class="block">Finds the index of array that can be used as starting index 
to
+ <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#estimate(double[],%20int[],%20double,%20int,%20org.apache.commons.math3.util.KthSelector)"><code>estimate</code></a>
+ percentile. The calculation of index calculation is specific to each
+ <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 title="enum in 
org.apache.commons.math3.stat.descriptive.rank"><code>Percentile.EstimationType</code></a>.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>p</code> - the 
p<sup>th</sup> quantile</dd><dd><code>length</code> - the total number of array 
elements in the work array</dd>
+<dt><span class="strong">Returns:</span></dt><dd>a computed real valued index 
as explained in the wikipedia</dd></dl>
+</li>
+</ul>
+<a name="estimate(double[], int[], double, int, 
org.apache.commons.math3.util.KthSelector)">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>estimate</h4>
+<pre>protected&nbsp;double&nbsp;<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.1000">estimate</a>(double[]&nbsp;work,
+              int[]&nbsp;pivotsHeap,
+              double&nbsp;pos,
+              int&nbsp;length,
+              <a 
href="../../../../../../../org/apache/commons/math3/util/KthSelector.html" 
title="class in 
org.apache.commons.math3.util">KthSelector</a>&nbsp;kthSelector)</pre>
+<div class="block">Estimation based on K<sup>th</sup> selection. This may be 
overridden
+ in specific enums to compute slightly different estimations.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>work</code> - 
array of numbers to be used for finding the percentile</dd><dd><code>pos</code> 
- indicated positional index prior computed from calling
+            <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#index(double,%20int)"><code>index(double,
 int)</code></a></dd><dd><code>pivotsHeap</code> - an earlier populated cache 
if exists; will be used</dd><dd><code>length</code> - size of array 
considered</dd><dd><code>kthSelector</code> - a <a 
href="../../../../../../../org/apache/commons/math3/util/KthSelector.html" 
title="class in org.apache.commons.math3.util"><code>KthSelector</code></a> 
used for pivoting during search</dd>
+<dt><span class="strong">Returns:</span></dt><dd>estimated percentile</dd></dl>
+</li>
+</ul>
+<a name="evaluate(double[], int[], double, 
org.apache.commons.math3.util.KthSelector)">
+<!--   -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>evaluate</h4>
+<pre>protected&nbsp;double&nbsp;<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.1035">evaluate</a>(double[]&nbsp;work,
+              int[]&nbsp;pivotsHeap,
+              double&nbsp;p,
+              <a 
href="../../../../../../../org/apache/commons/math3/util/KthSelector.html" 
title="class in 
org.apache.commons.math3.util">KthSelector</a>&nbsp;kthSelector)</pre>
+<div class="block">Evaluate method to compute the percentile for a given 
bounded array
+ using earlier computed pivots heap.<br>
+ This basically calls the <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#index(double,%20int)"><code>index</code></a>
 and then
+ <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#estimate(double[],%20int[],%20double,%20int,%20org.apache.commons.math3.util.KthSelector)"><code>estimate</code></a>
+ functions to return the estimated percentile value.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>work</code> - 
array of numbers to be used for finding the 
percentile</dd><dd><code>pivotsHeap</code> - a prior cached heap which can 
speed up estimation</dd><dd><code>p</code> - the p<sup>th</sup> quantile to be 
computed</dd><dd><code>kthSelector</code> - a <a 
href="../../../../../../../org/apache/commons/math3/util/KthSelector.html" 
title="class in org.apache.commons.math3.util"><code>KthSelector</code></a> 
used for pivoting during search</dd>
+<dt><span class="strong">Returns:</span></dt><dd>estimated percentile</dd>
+<dt><span class="strong">Throws:</span></dt>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/exception/OutOfRangeException.html"
 title="class in 
org.apache.commons.math3.exception">OutOfRangeException</a></code> - if p is 
out of range</dd>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/exception/NullArgumentException.html"
 title="class in 
org.apache.commons.math3.exception">NullArgumentException</a></code> - if work 
array is null</dd></dl>
+</li>
+</ul>
+<a name="evaluate(double[], double, 
org.apache.commons.math3.util.KthSelector)">
+<!--   -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>evaluate</h4>
+<pre>public&nbsp;double&nbsp;<a 
href="../../../../../../../src-html/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#line.1059">evaluate</a>(double[]&nbsp;work,
+              double&nbsp;p,
+              <a 
href="../../../../../../../org/apache/commons/math3/util/KthSelector.html" 
title="class in 
org.apache.commons.math3.util">KthSelector</a>&nbsp;kthSelector)</pre>
+<div class="block">Evaluate method to compute the percentile for a given 
bounded array.
+ This basically calls the <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#index(double,%20int)"><code>index</code></a>
 and then
+ <a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html#estimate(double[],%20int[],%20double,%20int,%20org.apache.commons.math3.util.KthSelector)"><code>estimate</code></a>
+ functions to return the estimated percentile value. Please
+ note that this method does not make use of cached pivots.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>work</code> - 
array of numbers to be used for finding the percentile</dd><dd><code>p</code> - 
the p<sup>th</sup> quantile to be computed</dd><dd><code>kthSelector</code> - a 
<a href="../../../../../../../org/apache/commons/math3/util/KthSelector.html" 
title="class in org.apache.commons.math3.util"><code>KthSelector</code></a> 
used for pivoting during search</dd>
+<dt><span class="strong">Returns:</span></dt><dd>estimated percentile</dd>
+<dt><span class="strong">Throws:</span></dt>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/exception/OutOfRangeException.html"
 title="class in 
org.apache.commons.math3.exception">OutOfRangeException</a></code> - if length 
or p is out of range</dd>
+<dd><code><a 
href="../../../../../../../org/apache/commons/math3/exception/NullArgumentException.html"
 title="class in 
org.apache.commons.math3.exception">NullArgumentException</a></code> - if work 
array is null</dd></dl>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+</div>
+<!-- ========= END OF CLASS DATA ========= -->
+<!-- ======= START OF BOTTOM NAVBAR ====== -->
+<div class="bottomNav"><a name="navbar_bottom">
+<!--   -->
+</a><a href="#skip-navbar_bottom" title="Skip navigation links"></a><a 
name="navbar_bottom_firstrow">
+<!--   -->
+</a>
+<ul class="navList" title="Navigation">
+<li><a href="../../../../../../../overview-summary.html">Overview</a></li>
+<li><a href="package-summary.html">Package</a></li>
+<li class="navBarCell1Rev">Class</li>
+<li><a href="class-use/Percentile.EstimationType.html">Use</a></li>
+<li><a href="package-tree.html">Tree</a></li>
+<li><a href="../../../../../../../deprecated-list.html">Deprecated</a></li>
+<li><a href="../../../../../../../index-all.html">Index</a></li>
+<li><a href="../../../../../../../help-doc.html">Help</a></li>
+</ul>
+<div class="aboutLanguage"><em><script type="text/javascript" 
src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";></script></em></div>
+</div>
+<div class="subNav">
+<ul class="navList">
+<li><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/Percentile.html"
 title="class in org.apache.commons.math3.stat.descriptive.rank"><span 
class="strong">Prev Class</span></a></li>
+<li><a 
href="../../../../../../../org/apache/commons/math3/stat/descriptive/rank/PSquarePercentile.html"
 title="class in org.apache.commons.math3.stat.descriptive.rank"><span 
class="strong">Next Class</span></a></li>
+</ul>
+<ul class="navList">
+<li><a 
href="../../../../../../../index.html?org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html"
 target="_top">Frames</a></li>
+<li><a href="Percentile.EstimationType.html" target="_top">No Frames</a></li>
+</ul>
+<ul class="navList" id="allclasses_navbar_bottom">
+<li><a href="../../../../../../../allclasses-noframe.html">All Classes</a></li>
+</ul>
+<div>
+<script type="text/javascript"><!--
+  allClassesLink = document.getElementById("allclasses_navbar_bottom");
+  if(window==top) {
+    allClassesLink.style.display = "block";
+  }
+  else {
+    allClassesLink.style.display = "none";
+  }
+  //-->
+</script>
+</div>
+<div>
+<ul class="subNavList">
+<li>Summary:&nbsp;</li>
+<li>Nested&nbsp;|&nbsp;</li>
+<li><a href="#enum_constant_summary">Enum Constants</a>&nbsp;|&nbsp;</li>
+<li>Field&nbsp;|&nbsp;</li>
+<li><a href="#method_summary">Method</a></li>
+</ul>
+<ul class="subNavList">
+<li>Detail:&nbsp;</li>
+<li><a href="#enum_constant_detail">Enum Constants</a>&nbsp;|&nbsp;</li>
+<li>Field&nbsp;|&nbsp;</li>
+<li><a href="#method_detail">Method</a></li>
+</ul>
+</div>
+<a name="skip-navbar_bottom">
+<!--   -->
+</a></div>
+<!-- ======== END OF BOTTOM NAVBAR ======= -->
+<p class="legalCopy"><small>Copyright &#169; 2003&#x2013;2014 <a 
href="http://www.apache.org/";>The Apache Software Foundation</a>. All rights 
reserved.</small></p>
+</body>
+</html>

Propchange: 
websites/production/commons/content/proper/commons-math/apidocs/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html
------------------------------------------------------------------------------
    svn:eol-style = native

Propchange: 
websites/production/commons/content/proper/commons-math/apidocs/org/apache/commons/math3/stat/descriptive/rank/Percentile.EstimationType.html
------------------------------------------------------------------------------
    svn:keywords = Author Date Id Revision

Reply via email to